Copy number variation of individual cattle genomes using next-generation sequencing

dc.citation.epage790
dc.citation.issueNumber4
dc.citation.spage778
dc.citation.volumeNumber22
dc.contributor.authorBickhart, D.M.en_US
dc.contributor.authorHou, Y.en_US
dc.contributor.authorSchroeder, S.G.en_US
dc.contributor.authorAlkan C.en_US
dc.contributor.authorCardone, M.F.en_US
dc.contributor.authorMatukumalli L.K.en_US
dc.contributor.authorSong J.en_US
dc.contributor.authorSchnabel, R.D.en_US
dc.contributor.authorVentura M.en_US
dc.contributor.authorTaylor J.F.en_US
dc.contributor.authorGarcia J.F.en_US
dc.contributor.authorVan Tassell, C.P.en_US
dc.contributor.authorSonstegard, T.S.en_US
dc.contributor.authorEichler, E. E.en_US
dc.contributor.authorLiu G.E.en_US
dc.date.accessioned2016-02-08T09:47:25Z
dc.date.available2016-02-08T09:47:25Z
dc.date.issued2012
dc.departmentDepartment of Computer Engineering
dc.description.abstractCopy number variations (CNVs) affect a wide range of phenotypic traits; however, CNVs in or near segmental duplication regions are often intractable. Using a read depth approach based on next-generation sequencing, we examined genome - wide copy number differences among five taurine (three Angus, one Holstein, and one Hereford) and one indicine (Nelore) cattle. Within mapped chromosomal sequence, we identified 1265 CNV regions comprising ∼55.6-Mbp sequence-476 of which (~38%) have not previously been reported. We validated this sequence-based CNV call set with array comparative genomic hybridization (aCGH), quantitative PCR (qPCR), and fluorescent in situ hybridization (FISH), achieving a validation rate of 82% and a false positive rate of 8%. We further estimated absolute copy numbers for genomic segments and annotated genes in each individual. Surveys of the top 25 most variable genes revealed that the Nelore individual had the lowest copy numbers in 13 cases (∼52%, χ 2 test; P-value <0.05). In contrast, genes related to pathogen- and parasite-resistance, such as CATHL4 and ULBP17, were highly duplicated in the Nelore individual relative to the taurine cattle, while genes involved in lipid transport and metabolism, including APOL3 and FABP2, were highly duplicated in the beef breeds. These CNV regions also harbor genes like BPIFA2A (BSP30A) and WC1, suggesting that some CNVs may be associated with breed-specific differences in adaptation, health, and production traits. By providing the first individualized cattle CNV and segmental duplication maps and genome-wide gene copy number estimates, we enable future CNV studies into highly duplicated regions in the cattle genome. © 2012 by Cold Spring Harbor Laboratory Press.
dc.identifier.doi10.1101/gr.133967.111
dc.identifier.issn10889051
dc.identifier.urihttp://hdl.handle.net/11693/21516
dc.language.isoEnglish
dc.relation.isversionofhttp://dx.doi.org/10.1101/gr.133967.111
dc.source.titleGenome Research
dc.subjectapolipoprotein
dc.subjectfatty acid binding protein 2
dc.subjecttaurine
dc.subjectadaptation
dc.subjectarticle
dc.subjectbeef cattle
dc.subjectbreeding
dc.subjectcattle
dc.subjectchromosome map
dc.subjectcomparative genomic hybridization
dc.subjectcopy number variation
dc.subjectfluorescence in situ hybridization
dc.subjectgene duplication
dc.subjectgene sequence
dc.subjectgenome analysis
dc.subjectlipid metabolism
dc.subjectlipid transport
dc.subjectmolecular genetics
dc.subjectnonhuman
dc.subjectnucleotide sequence
dc.subjectpedigree analysis
dc.subjectpolymerase chain reaction
dc.subjectpriority journal
dc.subjectpromoter region
dc.subjectquantitative analysis
dc.subjectquantitative trait locus
dc.subjectsequence analysis
dc.subjectAnimals
dc.subjectCattle
dc.subjectChromosome Mapping
dc.subjectChromosomes, Mammalian
dc.subjectComparative Genomic Hybridization
dc.subjectDNA Copy Number Variations
dc.subjectFatty Acid-Binding Proteins
dc.subjectFemale
dc.subjectGene Dosage
dc.subjectGene Duplication
dc.subjectGenome
dc.subjectGenomics
dc.subjectIn Situ Hybridization, Fluorescence
dc.subjectMale
dc.subjectPolymerase Chain Reaction
dc.subjectSequence Analysis, DNA
dc.subjectSpecies Specificity
dc.subjectBos
dc.titleCopy number variation of individual cattle genomes using next-generation sequencing
dc.typeArticle

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